Ziqi (Eric) Zhou

Ph.D. student at Department of Computer Science and Engineering, University of California, Santa Cruz, United States

Biography

Hello! I am Eric, a first-year Ph.D. student in computer science at University of California, Santa Cruz.

I obtained my M.S. degree in computer science from Nanjing University advised by Prof. Yinghuan Shi in June 2023. I also received my B.Eng. degree in computer science in June 2020 from Nanjing Normal University, fortunately working with Prof. Wanqi Yang.

I am interested in computer vision, large language models and generative AI.

Education

• 2023/09-Present Department of Computer Science and Engineering, University of California, Santa Cruz, Ph.D.
• 2020/09-2023/06 Department of Computer Science and Technology, Nanjing University, M.S.
• 2016/09-2020/06 School of Computer and Electronic Information, Nanjing Normal University, B.Eng.

Working Experience

• 2022/06-2022/11 Research Intern at SenseTime, worked with Wei Li.

Selected Publications

"*" indicates the equal contribution

• A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties.
  Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Bingchen Zhao, Alan Yuille, Yuyin Zhou, Cihang Xie.
  arXiv preprint, 2023.
  

• Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration.
  Ziqi Zhou, Lei Qi, Yinghuan Shi.
  European Conference on Computer Vision (ECCV), 2022.
  

• Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization.
  Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi.
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  

• Deep symmetric adaptation network for cross-modality medical image segmentation.
  Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao.
  IEEE Transactions on Medical Imaging (TMI), 2021.
  

• Cross-Modal Attention-Guided Convolutional Network for Multi-Modal Cardiac Segmentation.
  Ziqi Zhou*, Xinna Guo*, Wanqi Yang, Yinghuan Shi, Luping Zhou, Lei Wang, Ming Yang.
  Machine Learning in Medical Imaging @ MICCAI (MLMI), 2019.
  

Honors and Awards

• \(4^{th}\) Place, The 8th CCF BDCI Remote Sensing Image Segmentation, 10,000 RMB Bonus, 2020.
• Outstanding Graduate Student, Nanjing University, 2023.
• Excellent Master Thesis (Nominee), CS Department, Nanjing University, 2023.
• National Scholarship, Ministry of Education of P.R. China, 2022.
• Outstanding Undergraduate Student Scholarship, Nanjing Normal University, 2017-2020

Services

Conference Reviewer

• IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
• IEEE International Conference on Computer Vision (ICCV)
• European Conference on Computer Vision (ECCV)
• Conference on Neural Information Processing Systems (NeurIPS)
• Asian Conference on Computer Vision (ACCV)

Journal Reviewer

• IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
• IEEE Transactions on Medical Imaging (TMI)
• IEEE Journal of Biomedical and Health Informatics (JBHI)